EMOTION RECOGNITION: EMPIRICAL STUDIES TOWARDS THE COMBINATION OF AUDIO-LINGUAL AND VISUAL-FACIAL MODALITIES THROUGH MULTI-ATTRIBUTE DECISION MAKING

摘要: In this paper, we present and discuss a novel approach for the integration of audio-lingual visual-facial modalities in bi-modal user interface affect recognition. As it is widely acknowledged, two or more interaction can provide complementary information to each other with respect However, satisfactory progress has not yet been achieved towards these modalities, since problem combining them effectively quite complicated. our research, combine from perspective human observer by employing multi-criteria decision making theory dynamic recognition computer users. An important research milestone that required specification strengths weaknesses modality concerning 6 basic emotion states. These states are happiness, sadness, surprise, anger disgust as well emotionless state which refer neutral. For purpose, describe empirical studies have conducted involving users observers emotions modalities. The results used assign weights criteria application theory. Moreover, may be researchers field